Source code for the paper accepeted in NIPS'19: In-Place Zero-Space Memory Protection for CNN

Scripts

• To reproduce results in Table 1 of the paper:

./run_accuracy.sh

• To reproduce WOT results in Figures 3 and 4:

./run_wot.sh

• To reproduce fault injection experiments in Table 2:

./run_fault_injection.sh

Required Packages

• pytorch 1.1.0
• torchvision 0.3.0
• distiller 0.4.0
• bitstring 3.1.5